Run
6042611

Run 6042611

Task 18 (Supervised Classification) mfeat-morphological Uploaded 22-07-2017 by Miguel Cachada
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.68496227466593
weka.MultilayerPerceptron(8)_M0.6328182293716835
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S1
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ha
weka.MultilayerPerceptron(8)_Dtrue

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1480.3668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0748
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6134
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1503.8024
UserCPU time millis
3780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3770
Cross-validation details (10-fold Crossvalidation)